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cs.LG2025
CrossTrafficLLM: A Human-Centric Framework for Interpretable Traffic Intelligence via Large Language Model
Zeming Du, Qitan Shao, Hongfei Liu +1
While accurate traffic forecasting is vital for Intelligent Transportation Systems (ITS), effectively communicating predicted conditions via natural language for human-centric deci…
cs.LG2023★ 3 cited
ChatTraffic: Text-to-Traffic Generation via Diffusion Model
Chengyang Zhang, Yong Zhang, Qitan Shao +4
Traffic prediction is one of the most significant foundations in Intelligent Transportation Systems (ITS). Traditional traffic prediction methods rely only on historical traffic da…